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ID | Описание | Дата |
---|---|---|
2c6f944a-692d-4b63-8758-dc235e392be3 | visualize B2B models | 2005-04-16 |
fc13dfde-67f0-491f-8403-96793dacb283 | unleash transparent schemas | 1991-04-19 |
405d413a-6262-499b-88fe-e9f80c8babf8 | redefine cross-media web-readiness | 2016-01-19 |
d54112e1-ea60-4d4e-9c77-27e1ba5ca701 | synergize rich interfaces | 2008-05-30 |
888eb610-2d1f-46c7-b2fb-6c7f6b61b41c | optimize next-generation portals | 1991-09-11 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Doctor | 70112.780 | 1 | 7 | 3 | 2 | 5 | 3 | 1.75 | 5.0 | Good | 877.06 | 34.297798 | No | 69.717948 | 185.150839 | High_spent_Medium_value_payments | 594.104380 | Poor | 305 |
38 | Journalist | 16893.440 | 6 | 9 | 25 | 3 | 57 | 14 | 7.98 | 11.0 | Standard | 1397.24 | 32.593799 | Yes | 32.222388 | 91.178702 | Low_spent_Small_value_payments | 323.377577 | Poor | 174 |
24 | Mechanic | 87957.020 | 2 | 5 | 9 | 4 | 9 | 0 | 9.23 | 2.0 | Good | 811.01 | 28.950439 | No | 195.913703 | 543.412338 | Low_spent_Large_value_payments | 276.049125 | Standard | 0 |
39 | Mechanic | 69102.090 | 8 | 3 | 15 | 1 | 10 | 15 | 18.85 | 5.0 | Standard | 106.97 | 25.051510 | NM | 45.605749 | 562.490444 | Low_spent_Medium_value_payments | 274.654557 | Standard | 245 |
30 | Lawyer | 166891.600 | 1 | 6 | 4 | 1 | 4 | 2 | 11.72 | 6.0 | Good | 515.62 | 41.751498 | No | 94.349334 | 481.079440 | Low_spent_Small_value_payments | 1081.434559 | Standard | 392 |
35 | Manager | 8304.890 | 3 | 4 | 20 | 3 | 17 | 23 | 6.27 | 7.0 | Standard | 1383.25 | 23.695133 | Yes | 19.524668 | 45.840315 | Low_spent_Medium_value_payments | 295.742434 | Standard | 239 |
30 | Architect | 37550.740 | 0 | 5 | 9 | 2 | 14 | 0 | 7.96 | 0.0 | Good | 417.92 | 33.708016 | No | 61.355830 | 116.277962 | High_spent_Small_value_payments | 375.389042 | Good | 274 |
42 | Engineer | 30528.520 | 4 | 2 | 6 | 1 | 3 | 10 | 7.26 | 4.0 | Good | 3.68 | 38.203166 | No | 15.557322 | 188.060917 | Low_spent_Large_value_payments | 293.286095 | Good | 0 |
29 | Engineer | 114450.720 | 7 | 3 | 5 | 0 | 30 | 19 | 1.61 | 2.0 | Standard | 850.96 | 41.003946 | No | 0.000000 | 111.669981 | High_spent_Medium_value_payments | 1081.386019 | Standard | 340 |
32 | Doctor | 30819.560 | 7 | 3 | 9 | 4 | 8 | 14 | 7.68 | 5.0 | Standard | 401.26 | 38.868023 | Yes | 96.848591 | 70.862181 | High_spent_Medium_value_payments | 337.018894 | Standard | 170 |
42 | Developer | 13924.125 | 8 | 3 | 10 | 0 | 26 | 16 | 7.55 | 3.0 | Good | 1270.50 | 34.532895 | No | 0.000000 | 51.270637 | Low_spent_Medium_value_payments | 323.963738 | Standard | 351 |
38 | Lawyer | 7261.910 | 5 | 7 | 12 | 6 | 30 | 14 | 17.98 | 7.0 | Standard | 908.02 | 25.239737 | Yes | 35.461801 | 39.874437 | Low_spent_Small_value_payments | 253.979679 | Standard | 101 |
54 | Teacher | 27316.860 | 3 | 3 | 20 | 3 | 10 | 15 | 3.05 | 8.0 | Standard | 761.67 | 23.941705 | NM | 56.832390 | 40.662290 | High_spent_Medium_value_payments | 351.045820 | Standard | 316 |
34 | Writer | 86163.520 | 6 | 7 | 6 | 3 | 29 | 8 | 9.88 | 5.0 | Good | 717.37 | 40.751893 | NM | 184.824235 | 0.000000 | High_spent_Large_value_payments | 636.512483 | Good | 379 |
35 | Lawyer | 17572.045 | 5 | 5 | 1 | 4 | 2 | 8 | 5.93 | 4.0 | Good | 109.83 | 24.787033 | No | 31.630692 | 123.332361 | Low_spent_Small_value_payments | 295.470655 | Standard | 345 |
26 | Teacher | 16945.210 | 7 | 7 | 17 | 2 | 48 | 25 | 8.66 | 6.0 | Bad | 1286.12 | 40.561516 | Yes | 27.211884 | 71.594253 | Low_spent_Small_value_payments | 306.903947 | Poor | 230 |
29 | Musician | 142081.480 | 6 | 6 | 15 | 3 | 29 | 20 | 8.21 | 4.0 | Standard | 932.32 | 28.409526 | No | 180.616478 | 423.961262 | Low_spent_Small_value_payments | 862.534593 | Standard | 324 |
41 | Media_Manager | 106602.630 | 7 | 5 | 12 | 2 | 25 | 22 | 11.33 | 4.0 | Standard | 962.51 | 37.057505 | No | 125.914263 | 848.045930 | Low_spent_Medium_value_payments | 198.495057 | Standard | 360 |
36 | Lawyer | 30061.360 | 5 | 6 | 7 | 2 | 15 | 19 | 13.28 | 4.0 | Standard | 242.47 | 28.845258 | Yes | 37.384937 | 151.481423 | Low_spent_Medium_value_payments | 339.144973 | Standard | 320 |
39 | Engineer | 12399758.000 | 0 | 6 | 6 | 0 | 15 | 10 | 7.70 | 1.0 | Good | 492.70 | 30.253525 | No | 0.000000 | 267.427454 | High_spent_Large_value_payments | 1018.969546 | Good | 0 |
31 | Manager | 17685.730 | 2 | 1 | 5 | 4 | 1 | 12 | 2.53 | 3.0 | Good | 838.13 | 26.789394 | No | 38.533511 | 151.773263 | Low_spent_Small_value_payments | 254.974310 | Good | 205 |
27 | Writer | 39453.740 | 5 | 1 | 6 | 1 | 1 | 3 | 0.80 | 4.0 | Good | 1432.03 | 34.406225 | No | 26.008763 | 115.782875 | Low_spent_Large_value_payments | 453.689529 | Good | 348 |
48 | Doctor | 22431.610 | 4 | 5 | 5 | 0 | 3 | 0 | 4.86 | 1.0 | Good | 1450.57 | 33.863503 | No | 0.000000 | 179.955835 | Low_spent_Medium_value_payments | 277.574249 | Good | 204 |
39 | Teacher | 33960.070 | 1 | 5 | 11 | 1 | 5 | 6 | 4.23 | 2.0 | Good | 482.50 | 35.957987 | No | 23.172582 | 318.564240 | Low_spent_Small_value_payments | 256.263761 | Good | 312 |
15 | Mechanic | 43359.360 | 4 | 7 | 13 | 4 | 26 | 20 | 16.95 | 4.0 | Standard | 1254.45 | 29.636613 | Yes | 87.588510 | 0.000000 | High_spent_Medium_value_payments | 468.331615 | Standard | 372 |
47 | Musician | 36016.780 | 1 | 4 | 3 | 1 | 9 | 3 | 10.85 | 0.0 | Good | 202.67 | 29.778438 | No | 18.478105 | 55.285933 | High_spent_Large_value_payments | 442.075795 | Standard | 352 |
49 | Manager | 13016.955 | 5 | 5 | 14 | 1 | 20 | 8 | 5.81 | 4.0 | Standard | 519.51 | 31.086023 | No | 7.327678 | 57.584043 | Low_spent_Small_value_payments | 305.662903 | Standard | 296 |
22 | Entrepreneur | 37360.940 | 10 | 5 | 33 | 5 | 44 | 12 | 9.89 | 11.0 | Standard | 1271.23 | 30.870808 | NM | 93.341747 | 57.463211 | High_spent_Large_value_payments | 375.636209 | Poor | 138 |
27 | Writer | 30619.730 | 5 | 3 | 19 | 2 | 17 | 16 | 9.88 | 4.0 | Standard | 1096.02 | 37.965577 | Yes | 30.453014 | 89.904040 | Low_spent_Large_value_payments | 424.707363 | Standard | 0 |
31 | Writer | 30662.180 | 5 | 5 | 12 | 0 | 6 | 13 | 0.75 | 0.0 | Good | 887.80 | 24.662394 | No | 0.000000 | 57.545147 | High_spent_Large_value_payments | 448.573019 | Standard | 220 |
26 | Teacher | 142319.720 | 3 | 3 | 6 | 0 | 12 | 9 | 3.50 | 4.0 | Standard | 1092.52 | 25.796483 | No | 0.000000 | 1050.689773 | Low_spent_Small_value_payments | 443.007893 | Standard | 337 |
32 | Accountant | 63432.450 | 4 | 4 | 16 | 0 | 15 | 12 | 17.87 | 5.0 | Standard | 931.77 | 27.387757 | Yes | 0.000000 | 181.234275 | High_spent_Small_value_payments | 597.569475 | Standard | 256 |
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